Optimal Computation Resource Allocation in Energy-Efficient Edge IoT Systems With Deep Reinforcement Learning.
James Adu AnsereEric GyamfiYijiu LiHyundong ShinOctavia A. DobreTrang HoangTrung Q. DuongPublished in: IEEE Trans. Green Commun. Netw. (2023)
Keyphrases
- resource allocation
- energy efficient
- reinforcement learning
- wireless sensor networks
- optimal resource allocation
- resource usage
- resource management
- resource allocation problems
- management system
- energy consumption
- cooperative
- base station
- sensor networks
- resource allocation decisions
- distributed systems
- data sets
- scarce resources
- allocation problems
- intelligent systems
- access patterns
- markov decision processes
- allocation strategies
- multi agent
- routing protocol
- mobile phone